{"id":"W4409421974","doi":"10.1017/9781009000963.013","title":"Reflection and Transmission at Surfaces","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBI Group (Canada); Trent University","funders":"","keywords":"Reflection (computer programming); Transmission (telecommunications); Materials science; Optics; Computer science; Physics; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611644,0.0008520343,0.0005208835,0.0008612181,0.0006775332,0.002584244,0.0007100993,0.0007621436,0.03794334],"category_scores_gemma":[0.0006732531,0.0004097567,0.0005579056,0.0007019081,0.001405596,0.002077491,0.001072771,0.002304719,0.01379577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004211,"about_ca_system_score_gemma":0.0005141736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008060921,"about_ca_topic_score_gemma":0.001003666,"domain_scores_codex":[0.9996123,0.0000401642,0.00001516003,0.00007947,0.0002249089,0.00002808313],"domain_scores_gemma":[0.9998412,0.00005487838,0.00001014484,0.00002879641,0.00005279606,0.00001215928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005259621,0.00002205896,0.0001377263,0.0006734601,0.00001449522,0.0003330983,0.0008923279,0.001197854,0.01109474,0.4984538,0.2583877,0.2287401],"study_design_scores_gemma":[0.000003879381,0.00002194535,0.0003027163,0.0001238699,0.00000394045,0.000607635,0.0001298554,0.0006510696,0.002233681,0.05884651,0.9370618,0.00001314863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003043533,0.06101089,0.03328928,0.00296605,0.009684224,0.00003188503,0.0002569927,0.0006883913,0.8890288],"genre_scores_gemma":[0.05067287,0.04267412,0.01403647,0.001438444,0.002448965,0.00006870092,0.0002868373,0.0007212079,0.8876524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03794334,"threshold_uncertainty_score":0.1269331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137752261725042,"score_gpt":0.2156898391222583,"score_spread":0.1943123165050078,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}